27 citations · 110 across the 24 of their papers we have counts for
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cs.LG2021
Differentially private stochastic expectation propagation (DP-SEP)
Margarita Vinaroz, Mijung Park
We are interested in privatizing an approximate posterior inference algorithm called Expectation Propagation (EP). EP approximates the posterior by iteratively refining approximati…
cs.LG2021★ 1 cited
Hermite Polynomial Features for Private Data Generation
Margarita Vinaroz, Mohammad-Amin Charusaie, Frederik Harder +2
Kernel mean embedding is a useful tool to represent and compare probability measures. Despite its usefulness, kernel mean embedding considers infinite-dimensional features, which a…